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Soltane Ameur
Affiliation : Laboratoire Angevin de Mécanique, Procédés et InnovAtion · Mouloud Mammeri University of Tizi-Ouzou
- 71Publications (affiliation in Algeria)
- 79Total publications
- 906Citations
- 18h-index
Research profile
Soltane Ameur has 71 indexed publications (2000–2026). Their work appears mainly in “Advances in Space Research”, “E3S Web of Conferences” and “Journal of the Indian Society of Remote Sensing”. Their most cited article, “Improvement of rainfall estimation from MSG data using Random Forests classification and regression” (2018), has been cited 64 times. 10 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France.
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Create my free profile Add my publicationsResearch areas
- Precipitation Measurement and Analysis
- Hydrological Forecasting Using AI
- Soil Moisture and Remote Sensing
- Meteorological Phenomena and Simulations
- Remote-Sensing Image Classification
Publications (71)
- A Semi-Supervised SVM-Firefly Hybrid for Rainfall Estimation from MSG Data
- Hybrid RF–ConvLSTM Approach for Rainfall Estimation from MSG Data over Northern Algeria
- Évaluation du phénomène sec/humide pour une gestion durable de l’eau à l'aide des chaînes de markov
- Évaluation du phénomène sec/humide pour une gestion durable de l’eau à l'aide des chaînes de markov
- Combining Classifiers for Delineation of Raining Cloud over North Algeria and Mediterranean Sea
- Combining Classifiers for Delineation of Raining Cloud over North Algeria and Mediterranean Sea
- Temporal and Spatial Assessment of Aerosol Optical Depths in Tizi-Ouzou, Algeria, Using Aqua-MODIS Product
- Application of CNN for Separation Between No Rain and Rain from Remote Sensing Data
- Combination of Bagging and Neural Network for Improving Precipitation Estimates Using Remote Sensing Data
- Combination of Bagging and Neural Network for Improving Precipitation Estimates Using Remote Sensing Data
- Quantitative Estimation of Rainfall from Remote Sensing Data Using Machine Learning Regression Models
- Classification of Precipitation Intensities from Remote Sensing Data Based on Artificial Intelligence Using RF Multi-learning
- Delineation of Raining Cloud Using a WkNN from Multispectral Data of SEVIRI Radiometer
- Spatiotemporal Comparative Analysis of Dry/Wet Phenomenon of the Rainy Period Using Artificial Neural Networks and Markov Chains
- Optimization of One versus All-SVM using AdaBoost algorithm for rainfall classification and estimation from multispectral MSG data
- Application of Dempster-Shafer theory for optimization of precipitation classification and estimation results from remote sensing data using machine learning
- Artificial Intelligence for Satellite Image Processing: Application to Rainfall Estimation
- Multifractal analysis for improved osteoporosis classification
- Optimization of Rainfall Intensities Classification Based on Artificial Intelligence Using Recurrent Neural Network
- Extreme Learning Machine versus Multilayer perceptron for rainfall estimation from MSG Data
- Enhancing hyperspectral image compression using learning-based super-resolution technique
- Improving satellite rainfall estimation from MSG data in Northern Algeria by using a multi-classifier model based on machine learning
- Fast Hyperspectral Image Encoder Based on Supervised Multimodal Scheme
- Precipitation estimation by a multi-threshold method using cloud optical and microphysical properties from MSG / SEVIRI data
- A multilayer perceptron and multiclass support vector machine based high accuracy technique for daily rainfall estimation from MSG SEVIRI data
- Development of a hybrid classification technique based on deep learning applied to MSG / SEVIRI multispectral data
- Meteosat image sequence coding in the Radon field
- Improvement of rainfall estimation from MSG data using Random Forests classification and regression
- Novel WkNN-based technique to improve instantaneous rainfall estimation over the north of Algeria using the multispectral MSG SEVIRI imagery
- Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of SEVIRI data
- The solar radiation evaluation by satellite images processing
- Measurements of Aerosol Optical and Microphysical Properties in Tizi Ouzou
- Design of a Microcontroller Based Automated Pyranometer
- Novel SVM-based technique to improve rainfall estimation over the Mediterranean region (north of Algeria) using the multispectral MSG SEVIRI imagery
- Using naive Bayes classifier for classification of convective rainfall intensities based on spectral characteristics retrieved from SEVIRI
- A satellite rainfall retrieval technique over northern Algeria based on the probability of rainfall intensities classification from MSG-SEVIRI
- Low-cost Embedded Spirometer Based on Commercial Micro Machined Platinum Thin Film
- Using cloud water path and cloud top temperature for estimating convective and stratiform rainfall from SEVIRI daytime data
- Combination of Spectral and Textural Features in the MSG Satellite Remote Sensing Images for Classifying Rainy Area into Different Classes
- Analysis of drought areas in northern Algeria using Markov chains
- A Novel Meteosat Second Generation Image Compression Method Based on Radon Transform, Linear Predictive Coding with Filtering and Sorted Run Length Coding
- THE EFFECTIVENESS OF THE RADON TRANSFORM AGAINST THE QUANTIZATION NOISE
- Convective rainfall estimation from MSG/SEVIRI data based on different development phase duration of convective systems (growth phase and decay phase)
- Rainfall detection over northern Algeria by combining MSG and TRMM data
- Analysis of the Time Trends of Precipitation over Mediterranean Region
- Cloud classification using local multiresolution texture descriptors
- Image Segmentation Method for Identifying Convective and Stratiform Rain using MSG SEVIRI Data
- Color image compression based on wavelet transform and support vector regression
- Infrared and Microwave Image Fusion for Rainfall Detection over Northern Algeria
- MSG SEVIRI Image Segmentation Using a Method Based on Spectral, Temporal and Textural Features
- Instantaneous rainfall estimation using neural network from multispectral observations of SEVIRI radiometer and its application in estimation of daily and monthly rainfall
- Rainfall estimation over a Mediterranean region using a method based on various spectral parameters of SEVIRI-MSG
- Identification of raining clouds using a method based on optical and microphysical cloud properties from Meteosat second generation daytime and nighttime data
- A local-spectral fuzzy segmentation for MSG multispectral images
- Multispectral image segmentation using Gabor filtering and local homogeneity analysis with application to MSG
- Temperature compensation of micromachined silicon hot wire sensor using ANN technique
- Behavior analysis of convective and stratiform rain using Markovian approach over Mediterranean region from meteorological radar data
- Low-cost embedded spirometer based on micro machined polycrystalline thin film
- In situ Calibration of Wall Shear Stress Sensor For micro Fluidic Application
- Fast Encoding-Decoding of 3D Hyperspectral Images Using a Non-Supervised Multimodal Compression Scheme
- Détection supervisée des dates des opérations de fauche des prairies irriguées dans la plaine de la Crau, France
- Optimization of Energy Consumption of Rain Gauge Network Using MSG Infrared Image
- Low-Cost Embedded Oximeter
- ESTIMATION RADAR DES PRECIPITATIONS PAR LA METHODE DES AIRES FRACTIONNELLES
- The satellite imagery in the estimation of precipitations
- Distribution of Tropospheric Water Vapor in Clear and Cloudy Conditions from Microwave Radiometric Profiling
- ANALYSE DE DONNEES DE PRECIPITATIONS PAR APPROCHE MARKOVIENNE
- IDENTIFICATION DES MASSES NUAGEUSES PAR FUSION DE DONNEES IMAGES (RADAR - SATELLITE)
- A miniature silicon hot wire sensor for automatic wind speed measurements
- Monitoring a greenhouse using a microcontroller-based meteorological data-acquisition system
- Face Recognition under Varying Views
Publication venues
- Advances in Space Research × 5
- E3S Web of Conferences × 4
- Journal of the Indian Society of Remote Sensing × 3
- Journal of Atmospheric and Solar-Terrestrial Physics × 3
- Atmospheric Research × 3
- Larhyss journal (DzCademia page) × 3
Publications per year
- 20266
- 20252
- 20242
- 20234
- 20226
- 20211
- 20203
- 20193
- 20182
- 20174
Collaborations
Partner institutions : ECAM-EPMI · University of Sciences and Technology Houari Boumediene · Office National de la Météorologie · Centre de Développement des Technologies Avancées · University of Boumerdes
Co-authors’ countries : France
Co-authors
- Mourad Lazri
- Fethi Ouallouche
- Yacine Mohia
- Mourad Laghrouche
- Mourad Lahdir
- Zohra Ameur
- Mounir Sehad
- Slimane Hameg
- Youcef Attaf
- Amar Belghit
- Noureddine Bensafi
- A. Adane
Bibliographic data from OpenAlex (open database).
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